Mathematical
Simpson's Paradox
A trend appears in groups but reverses when combined
Overview
A statistical phenomenon where a trend in separate groups disappears or reverses when groups are combined.
A treatment may be more effective than a control in every demographic group separately, yet be less effective overall when all groups are combined. The paradox arises from confounding variables and different group sizes.